Search results for "PCA"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
109	Chengjun Liu	Gabor-Based Kernel PCA with Fractional Power Polynomial Models for Face Recognition.	IEEE Trans. Pattern Anal. Mach. Intell.	2004	DBLP DOI BibTeX RDF	fractional power polynomial models, Gabor wavelet representation, Gabor-based kernel PCA method, Face recognition, kernel Principal Component Analysis (PCA)
88	Tadahiro Oyama, Stephen Karungaru, Satoru Tsuge, Yasue Mitsukura, Minoru Fukumi	Incremental Learning Method of Simple-PCA.	KES (2)	2008	DBLP DOI BibTeX RDF	Simple-PCA, Incremental Simple-PCA, face recognition, PCA, Incremental learning, Incremental PCA
85	B. Qiu, Véronique Prinet, Edith Perrier, Olivier Monga	Multi-block PCA method for image change detection.	ICIAP	2003	DBLP DOI BibTeX RDF	Multi-Block, PCA, change detection
68	Shifei Ding, Weikuan Jia, Chunyang Su, Xinzheng Xu, Liwen Zhang	PCA-Based Elman Neural Network Algorithm.	ISICA	2008	DBLP DOI BibTeX RDF	PCA-Elman algorithm, PCA, Elman neural network
68	Hongchuan Yu, Mohammed Bennamoun	1D-PCA, 2D-PCA to nD-PCA.	ICPR (4)	2006	DBLP DOI BibTeX RDF
67	Byung-Joo Kim, Il Kon Kim	Incremental Nonlinear PCA for Classification.	PKDD	2004	DBLP DOI BibTeX RDF	Incremental nonlinear PCA, Feature mapping function, Kernel PCA, LS-SVM
67	Wang Song, Shaowei Xia	Self-organizing Algorithm of Robust PCA Based on Single-layer NN.	ICDAR	1997	DBLP DOI BibTeX RDF	Robust PCA, Neural Networks(NN), Principal Component Analysis(PCA), Outliers
65	Jian Yang 0003, David Zhang 0001, Jing-Yu Yang 0001	Constructing PCA Baseline Algorithms to Reevaluate ICA-Based Face-Recognition Performance.	IEEE Trans. Syst. Man Cybern. Part B	2007	DBLP DOI BibTeX RDF
65	Jian Yang 0003, David Zhang 0001, Jing-Yu Yang 0001	Is ICA Significantly Better than PCA for Face Recognition?.	ICCV	2005	DBLP DOI BibTeX RDF
65	Vo Dinh Minh Nhat, Sungyoung Lee	Improvement on PCA and 2DPCA Algorithms for Face Recognition.	CIVR	2005	DBLP DOI BibTeX RDF
65	Kazuhiro Hotta	View-invariant face detection method based on local PCA cells.	ICIAP	2003	DBLP DOI BibTeX RDF
63	Byung-Joo Kim, Il Kon Kim, Kwang-Baek Kim	Feature Extraction and Classification System for Nonlinear and Online Data.	PAKDD	2004	DBLP DOI BibTeX RDF	Emperical kernel map, Kernel PCA, Incremental PCA, LS-SVM
60	Jian Liu, Fei Wu 0001, Lei Yao, Yueting Zhuang	A Prediction Error Compression Method with Tensor-PCA in Video Coding.	MCAM	2007	DBLP DOI BibTeX RDF	Tensor-PCA, video coding, prediction errors
59	Xudong Xie, Kin-Man Lam 0001	Gabor-based kernel PCA with doubly nonlinear mapping for face recognition with a single face image.	IEEE Trans. Image Process.	2006	DBLP DOI BibTeX RDF
59	Chris H. Q. Ding, Ding Zhou, Xiaofeng He, Hongyuan Zha	R1-PCA: rotational invariant L1-norm principal component analysis for robust subspace factorization.	ICML	2006	DBLP DOI BibTeX RDF
59	Sang-Youn Lee, Hyun-Chul Kim, Daijin Kim 0001, YoungSik Choi	Face Retrieval Using 1st- and 2nd-order PCA Mixture Model.	ICCSA (2)	2003	DBLP DOI BibTeX RDF
59	Clark Weissman	MLS-PCA: A High Assurance Security Architecture for Future Avionics.	ACSAC	2003	DBLP DOI BibTeX RDF
55	Pedro Sánchez, Cornelio Yáñez, Jonathan Pecero, Apolinar Ramírez	Egomotion Estimation as an Appearance-Based Classification Problem.	CIARP	2006	DBLP DOI BibTeX RDF	Egomotion estimation, Kernel PCA, probabilistic approach
55	Wook Je Park, Sang H. Lee, Won Kyung Joo, Jung Il Song	A Mixed Algorithm of PCA and LDA for Fault Diagnosis of Induction Motor.	ICIC (2)	2007	DBLP DOI BibTeX RDF	PCA, fault diagnosis, LDA, induction motor
53	Min-Seok Kim, Il-Ho Yang, Ha-Jin Yu	Robust Speaker Identification Using Greedy Kernel PCA.	ICTAI (2)	2008	DBLP DOI BibTeX RDF
53	Seungjin Choi	Wake-Sleep PCA.	IJCNN	2007	DBLP DOI BibTeX RDF
53	Vo Dinh Minh Nhat, Sungyoung Lee	An Improvement on PCA Algorithm for Face Recognition.	ISNN (1)	2005	DBLP DOI BibTeX RDF
53	Vo Dinh Minh Nhat, Sungyoung Lee	Line-Based PCA and LDA Approaches for Face Recognition.	ICNC (2)	2005	DBLP DOI BibTeX RDF
53	Baback Moghaddam	Principal Manifolds and Probabilistic Subspaces for Visual Recognition.	IEEE Trans. Pattern Anal. Mach. Intell.	2002	DBLP DOI BibTeX RDF	Subspace techniques, learning, face recognition, PCA, ICA, density estimation, Kernel PCA, Probabilistic PCA
51	Ramamurthy Bhagavatula, Marios Savvides	PCA vs. Automatically Pruned Wavelet-Packet PCA for Illumination Tolerant Face Recognition.	AutoID	2005	DBLP DOI BibTeX RDF
51	Dan Sun, Daoqiang Zhang	A New Discriminant Principal Component Analysis Method with Partial Supervision.	Neural Process. Lett.	2009	DBLP DOI BibTeX RDF	Discriminant PCA, Semi-supervised dimensionality reduction, Partial supervision, Principal component analysis (PCA), Dimensionality reduction
50	Moussadek Laadjel, Ahmed Bouridane, Fatih Kurugollu	Eigenspectra Palmprint Recognition.	DELTA	2008	DBLP DOI BibTeX RDF	PCA, Fourier transform, Palmprint recognition, normalized cross correlation
49	António R. C. Paiva, Jian-Wu Xu, José Carlos Príncipe	Kernel Principal Components Are Maximum Entropy Projections.	ICA	2006	DBLP DOI BibTeX RDF	entropy projections, Kernel PCA, information-theoretic learning
49	M. Tariq Mahmood, Wook-Jin Choi, Tae-Sun Choi	DCT and PCA Based Method for Shape from Focus.	ICCSA (2)	2008	DBLP DOI BibTeX RDF	Focus Measure, PCA, DCT, 3D Shape Recovery, Shape From Focus
48	Murat Ekinci, Murat Aykut	Palmprint Recognition by Applying Wavelet-Based Kernel PCA.	J. Comput. Sci. Technol.	2008	DBLP DOI BibTeX RDF	pattern recognition, biometrics, wavelet transform, kernel PCA, palmprint recognition
47	Magnus O. Ulfarsson, Victor Solo	Sparse Variable PCA Using Geodesic Steepest Descent.	IEEE Trans. Signal Process.	2008	DBLP DOI BibTeX RDF
47	Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek	A General Framework for Increasing the Robustness of PCA-Based Correlation Clustering Algorithms.	SSDBM	2008	DBLP DOI BibTeX RDF
47	Deli Zhao, Zhouchen Lin, Xiaoou Tang	Laplacian PCA and Its Applications.	ICCV	2007	DBLP DOI BibTeX RDF
47	Erkan Yavuz, Ziya Telatar	Digital Watermarking with PCA Based Reference Images.	ACIVS	2007	DBLP DOI BibTeX RDF
47	Mohamed Anouar Mellakh, Dijana Petrovska-Delacrétaz, Bernadette Dorizzi	Using Signal/Residual Information of Eigenfaces for PCA Face Space Dimensionality Characteristics.	ICPR (4)	2006	DBLP DOI BibTeX RDF
47	Alaa Eleyan, Hasan Demirel	PCA and LDA Based Face Recognition Using Feedforward Neural Network Classifier.	MRCS	2006	DBLP DOI BibTeX RDF
47	Rajkiran Gottumukkal, Vijayan K. Asari	System level design of real time face recognition architecture based on composite PCA.	ACM Great Lakes Symposium on VLSI	2003	DBLP DOI BibTeX RDF	face recognition, principal component analysis, parallel computer architectures
47	Jiangwen Deng, Hung-Tat Tsui	A Novel Two-Layer PCA/MDA Scheme for Hand Posture Recognition.	ICPR (1)	2002	DBLP DOI BibTeX RDF
47	Roman Rosipal, Mark A. Girolami, Leonard J. Trejo, Andrzej Cichocki	Kernel PCA for Feature Extraction and De-Noising in Nonlinear Regression.	Neural Comput. Appl.	2001	DBLP DOI BibTeX RDF	De-noising, Human performance monitoring, Feature extraction, Kernel functions, Principal components, Nonlinear regression
44	Yadunandana N. Rao, José C. Príncipe	Time Series Segmentation Using a Novel Adaptive Eigendecomposition Algorithm.	J. VLSI Signal Process.	2002	DBLP DOI BibTeX RDF	GLRT, segmentation, PCA, eigendecomposition
43	Mario Navas, Carlos Ordonez 0001	Efficient computation of PCA with SVD in SQL.	KDD Workshop on Data Mining using Matrices and Tensors	2009	DBLP DOI BibTeX RDF	PCA, SQL, DBMS, SVD
43	Yuqing He, Huan He, Hongying Yang	Method of Face Recognition Based on Red-Black Wavelet Transform and PCA.	ICIC (1)	2008	DBLP DOI BibTeX RDF	Red-black wavelet transform, Improved histogram equalization, Face recognition, PCA
43	Wei Liu, Yuanjun He	Aligning 3D Polygonal Models with Improved PCA.	VSMM	2006	DBLP DOI BibTeX RDF	uniform sampling, PCA, alignment, pose normalization
42	M. P. S. Chawla	A comparative analysis of principal component and independent component techniques for electrocardiograms.	Neural Comput. Appl.	2009	DBLP DOI BibTeX RDF	Gaussanity, Feature extraction, Principal component analysis, Independent component analysis, Correlated, Electrocardiogram, Variance estimator, Scatter plots
42	Dmitry G. Korzun, Andrei V. Gurtov	A local equilibrium model for P2P resource ranking.	SIGMETRICS Perform. Evaluation Rev.	2009	DBLP DOI BibTeX RDF
42	Bill Lin 0001, Jun (Jim) Xu, Nan Hua, Hao Wang 0006, Haiquan (Chuck) Zhao	A randomized interleaved DRAM architecture for the maintenance of exact statistics counters.	SIGMETRICS Perform. Evaluation Rev.	2009	DBLP DOI BibTeX RDF
42	Sipat Triukose, Zhihua Wen, Michael Rabinovich	Content delivery networks: how big is big enough?	SIGMETRICS Perform. Evaluation Rev.	2009	DBLP DOI BibTeX RDF
42	Alma Riska, Erik Riedel	Evaluation of disk-level workloads at different time scales.	SIGMETRICS Perform. Evaluation Rev.	2009	DBLP DOI BibTeX RDF
42	Weilin Huang, Hujun Yin	Nonlinear Dimensionality Reduction for Face Recognition.	IDEAL	2009	DBLP DOI BibTeX RDF
42	Richard J. Bolton, David J. Hand, Andrew R. Webb	Projection techniques for nonlinear principal component analysis.	Stat. Comput.	2003	DBLP DOI BibTeX RDF	self-consistency, intrinsic dimensionality, feature extraction, radial basis functions, least squares approximation, projection pursuit
42	Dexuan Xie, Suresh B. Singh, Eugene M. Fluder	Principal component analysis combined with truncated-Newton minimization for dimensionality reduction of chemical databases.	Math. Program.	2003	DBLP DOI BibTeX RDF
42	Mao Ye 0001, Zhang Yi 0001, Jiancheng Lv 0001	A globally convergent learning algorithm for PCA neural networks.	Neural Comput. Appl.	2005	DBLP DOI BibTeX RDF	Neural network, Feature extraction, Principal component analysis (PCA), Eigenvector
42	Jian Yang 0003, David Zhang 0001, Alejandro F. Frangi, Jing-Yu Yang 0001	Two-Dimensional PCA: A New Approach to Appearance-Based Face Representation and Recognition.	IEEE Trans. Pattern Anal. Mach. Intell.	2004	DBLP DOI BibTeX RDF	feature extraction, face recognition, Principal Component Analysis (PCA), image representation, Eigenfaces
42	Jiangwen Deng, Hung-Tat Tsui	A PCA/MDA Scheme for Hand Posture Recognition.	FGR	2002	DBLP DOI BibTeX RDF	hand posture recognition, PCA/MDA, Expectation Maximization
41	Markus Storer, Peter M. Roth, Martin Urschler, Horst Bischof	Fast-Robust PCA.	SCIA	2009	DBLP DOI BibTeX RDF
41	Jiading Gai, Yong Li 0025, Robert L. Stevenson	Robust Bayesian PCA with Student's t-distribution: The variational inference approach.	ICIP	2008	DBLP DOI BibTeX RDF
41	Jiading Gai, Yong Li 0025, Robert L. Stevenson	An EM algorithm for robust Bayesian PCA with student's t-distribution.	ICIP	2008	DBLP DOI BibTeX RDF
41	Baidya Nath Saha, Nilanjan Ray, Hong Zhang 0013	Computing oil sand particle size distribution by snake-PCA algorithm.	ICASSP	2008	DBLP DOI BibTeX RDF
41	Lin Mei, Michael Figl, Ara Darzi, Daniel Rueckert, Philip J. Edwards	Sample Sufficiency and PCA Dimension for Statistical Shape Models.	ECCV (4)	2008	DBLP DOI BibTeX RDF
41	Dezhong Peng, Zhang Yi 0001	Dynamics of Generalized PCA and MCA Learning Algorithms.	IEEE Trans. Neural Networks	2007	DBLP DOI BibTeX RDF
41	Darko Dimitrov, Christian Knauer, Klaus Kriegel, Günter Rote	New upper bounds on the quality of the PCA bounding boxes in r2 and r3.	SCG	2007	DBLP DOI BibTeX RDF	principal component analysis, bounding boxes
41	Byong-Hee Jun, Jang-Hwan Park, Sang-Ill Lee, Myung-Geun Chun	Kernel PCA Based Faults Diagnosis for Wastewater Treatment System.	ISNN (2)	2006	DBLP DOI BibTeX RDF
41	Bogdan Gabrys, Bruno Baruque, Emilio Corchado	Outlier Resistant PCA Ensembles.	KES (3)	2006	DBLP DOI BibTeX RDF
41	Mosaab Daoud, Stefan C. Kremer	Detecting Similarities between Families of Bio-sequences using the Steady-State of a PCA-Neural Network.	CIBCB	2006	DBLP DOI BibTeX RDF
41	Xiaopeng Hong, Hongxun Yao, Yuqi Wan, Rong Chen	A PCA Based Visual DCT Feature Extraction Method for Lip-Reading.	IIH-MSP	2006	DBLP DOI BibTeX RDF
41	Ko Nishino, Shree K. Nayar, Tony Jebara	Clustered Blockwise PCA for Representing Visual Data.	IEEE Trans. Pattern Anal. Mach. Intell.	2005	DBLP DOI BibTeX RDF	eigenvalues and eigenvectors, region growing/partitioning, clustering, Principal component analysis, singular value decomposition, natural image statistics
41	Alaa Eleyan, Hasan Demirel	Face Recognition System Based on PCA and Feedforward Neural Networks.	IWANN	2005	DBLP DOI BibTeX RDF
41	Xin Xu, Xuening Wang	An Adaptive Network Intrusion Detection Method Based on PCA and Support Vector Machines.	ADMA	2005	DBLP DOI BibTeX RDF
41	Yen-Wei Chen 0001, Xiang-Yan Zeng	Image Feature Representation by the Subspace of Nonlinear PCA.	KES	2004	DBLP DOI BibTeX RDF
41	Younjeong Lee, Joohun Lee, Ki Yong Lee	PCA Fuzzy Mixture Model for Speaker Identification.	IDEAL	2003	DBLP DOI BibTeX RDF
41	Cristina Conde, Antonio Ruiz, Enrique Cabello	PCA vs low resolution images in face verification.	ICIAP	2003	DBLP DOI BibTeX RDF
41	Mehmet Üzümcü, Alejandro F. Frangi, Milan Sonka, Johan H. C. Reiber, Boudewijn P. F. Lelieveldt	ICA vs. PCA Active Appearance Models: Application to Cardiac MR Segmentation.	MICCAI (1)	2003	DBLP DOI BibTeX RDF
41	Denis Clot	Using functional PCA for cardiac motion exploration.	ICDM	2002	DBLP DOI BibTeX RDF
41	Xiang-Yan Zeng, Yen-Wei Chen 0001, Zensho Nakao	Image Feature Representation by the Subspace of Nonlinear PCA.	ICPR (2)	2002	DBLP DOI BibTeX RDF
41	Gian Luca Marcialis, Fabio Roli	Fusion of LDA and PCA for Face Verification.	Biometric Authentication	2002	DBLP DOI BibTeX RDF
39	Dimitrios Mavroeidis, Michalis Vazirgiannis	Stability Based Sparse LSI/PCA: Incorporating Feature Selection in LSI and PCA.	ECML	2007	DBLP DOI BibTeX RDF
38	Bin Li 0053, David Zhang 0001, Kuanquan Wang	Online signature verification based on null component analysis and principal component analysis.	Pattern Anal. Appl.	2006	DBLP DOI BibTeX RDF	NCA, K-L transform, Stable segment extraction, PCA, Signature verification
37	Bill Kapralos, Nathan Mekuz, Agnieszka Kopinska, Saad Khattak	Dimensionality reduced HRTFs: a comparative study.	Advances in Computer Entertainment Technology	2008	DBLP DOI BibTeX RDF	principal component analysis (PCA), locally linear embedding (LLE), 3D sound, isomap, HRTF
37	Vo Dinh Minh Nhat, Sungyoung Lee	New Feature Extraction Approaches for Face Recognition.	Australian Conference on Artificial Intelligence	2005	DBLP DOI BibTeX RDF	Face Recognition, Linear Discriminant Analysis (LDA), Principle component analysis (PCA)
37	Xiaoling Wang, Ju Liu, Jianping Qiao, Jinyu Chu, Yujun Li	Face Hallucination Based on CSGT and PCA.	ISNN (2)	2008	DBLP DOI BibTeX RDF	CSGT, Training Database, PCA, Face Hallucination
37	Xingyu Gao 0001, Yiqiang Chen, Junfa Liu, Jingye Zhou	Personalized 3D Caricature Generation Based on PCA Subspace.	PCM	2008	DBLP DOI BibTeX RDF	Personalized, PCA, 3D, Subspace, Caricature
37	Jiali Cui, Yunhong Wang, Junzhou Huang, Tieniu Tan, Zhenan Sun	An Iris Image Synthesis Method Based on PCA and Super-Resolution.	ICPR (4)	2004	DBLP DOI BibTeX RDF	iris image synthesis, PCA, Biometrics, super-resolution, iris recognition
36	Carlos Alzate, Johan A. K. Suykens	Kernel Component Analysis Using an Epsilon-Insensitive Robust Loss Function.	IEEE Trans. Neural Networks	2008	DBLP DOI BibTeX RDF
36	Dhish Kumar Saxena, Kalyanmoy Deb	Non-linear Dimensionality Reduction Procedures for Certain Large-Dimensional Multi-objective Optimization Problems: Employing Correntropy and a Novel Maximum Variance Unfolding.	EMO	2007	DBLP DOI BibTeX RDF
36	Jieping Ye, Qi Li 0001	A Two-Stage Linear Discriminant Analysis via QR-Decomposition.	IEEE Trans. Pattern Anal. Mach. Intell.	2005	DBLP DOI BibTeX RDF
36	Yoshikazu Washizawa, Kenji Hikida, Toshihisa Tanaka, Yukihiko Yamashita	Kernel Relative Principal Component Analysis for Pattern Recognition.	SSPR/SPR	2004	DBLP DOI BibTeX RDF
36	Conrad Sanderson, Samy Bengio	Robust Features for Frontal Face Authentication in Difficult Image Conditions.	AVBPA	2003	DBLP DOI BibTeX RDF
36	Kyungim Baek, Bruce A. Draper	Factor Analysis or Background Suppression.	ICPR (2)	2002	DBLP DOI BibTeX RDF
36	Hiroshi Nakada, Hideyuki Ito, Ryusuke Konishi, Akira Nagoya, Kiyoshi Oguri, Tsunemichi Shiozawa, Norbert Imlig	Self-reorganising systems on VLSI circuits.	ISCAS (4)	2001	DBLP DOI BibTeX RDF
36	Zhanquan Sun, Yinglong Wang	Traffic congestion identification by combining PCA with higher-order Boltzmann machine.	Neural Comput. Appl.	2009	DBLP DOI BibTeX RDF	Higher-order Boltzmann machine, Principal component analysis (PCA), Intelligent transport system (ITS), Traffic congestion
36	Yoshitatsu Matsuda, Kazunori Yamaguchi	Linear Multilayer ICA Using Adaptive PCA.	Neural Process. Lett.	2009	DBLP DOI BibTeX RDF	Adaptive PCA, Massive data analysis, Image processing, Independent component analysis
36	Murat Ekinci, Murat Aykut	Human Gait Recognition Based on Kernel PCA Using Projections.	J. Comput. Sci. Technol.	2007	DBLP DOI BibTeX RDF	gait representation, pattern recognition, biometrics, gait recognition, kernel PCA
36	Alissar Nasser, Denis Hamad, Chaiban Nasr	Kernel PCA as a Visualization Tools for Clusters Identifications.	ICANN (2)	2006	DBLP DOI BibTeX RDF	DB index, Clustering, visualization, K-means, Kernel PCA
36	Huiyuan Wang, Yan Leng, Zengfeng Wang, Xiaojuan Wu	Generalized PCA Face Recognition by Image Correction and Bit Feature Fusion.	ICONIP (2)	2006	DBLP DOI BibTeX RDF	Image correction, Bit-plane, Generalized PCA, Face recognition, Feature fusion
36	Saad Ali, Mubarak Shah	An integrated approach for generic object detection using kernel PCA and boosting.	ICME	2005	DBLP DOI BibTeX RDF	intraclass variation, generic object detection, nonlinear shape subspace learning, principal component analysis, AdaBoost, kernel PCA, integrated approach, Bayes classifier
36	Fabian Vargas 0001, Maria Cristina Felippetto de Castro, Marcello Macarthy, Djones Lettnin	Electrocardiogram Pattern Recognition by Means of MLP Network and PCA: A Case Study on Equal Amount of Input Signal Types.	SBRN	2002	DBLP DOI BibTeX RDF	Pattern Recognition, Principal Component Analysis (PCA), Artificial Neural Network (ANN), Electrocardiogram (ECG)
35	Katsuhiro Honda, Akira Notsu, Hidetomo Ichihashi	PCA-Guided k-Means with Variable Weighting and Its Application to Document Clustering.	MDAI	2009	DBLP DOI BibTeX RDF
35	Bernard Ng, Rafeef Abugharbieh, Martin J. McKeown	Functional Segmentation of fMRI Data Using Adaptive Non-negative Sparse PCA (ANSPCA).	MICCAI (1)	2009	DBLP DOI BibTeX RDF
35	Pierre L'Ecuyer, Jean-Sebastien Parent-Chartier, Maxime Dion	Simulation of a Lévy process by PCA sampling to reduce the effective dimension.	WSC	2008	DBLP DOI BibTeX RDF
35	David Tung Chong Wong, Francois P. S. Chin, Mangalam Ramakrishnan Shajan, Yong Huat Chew	Saturated Throughput of Burst Mode PCA with Hard DRPs in WiMedia MAC.	WCNC	2008	DBLP DOI BibTeX RDF